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? Rating of lack of corruption
1. ?? Denmark
2. ?? New Zealand
3. ?? Finland
4. ?? Singapore
5. ?? Sweden
6. ?? Switzerland
9. ?? Germany
23. ?? United States
80. ?? China
113. ?? Kazakhstan
126. ?? Kyrgyzstan
137. ?? Russia
153. ?? Uzbekistan (previously 158th place. 5-point increase)
153. ?? Tajikistan
165. ?? Turkmenistan
180. ?? Somalia
Source (https://tradingeconomics.com/country-list/corruption-rank)